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1.
Article in English | MEDLINE | ID: mdl-38922316

ABSTRACT

BACKGROUND: The increasing prevalence of individuals experiencing disabilities underscores the importance of rehabilitation. Nevertheless, healthcare systems are already facing financial constraints, which makes it imperative to strive for a more efficient delivery of services. The first step, however, is to understand how the provision of services behaves for patients with different characteristics. AIM: To determine the most frequently used healthcare services in the (sub)acute phase of rehabilitation of patients with spinal cord injury/disease (SCI/D) and the link with patient characteristics. DESIGN: Observational cohort study. POPULATION: This study analyzes the clinical data of patients discharged from a specialized SCI hospital and rehabilitation center in Switzerland. METHODS: We implemented a compound risk model to estimate the total amount of healthcare services used, defined by length of stay (LOS) and the units per day of health services (sub)acute phase of rehabilitation. RESULTS: The study included 403 individuals with SCI/D. The analysis of the intensity and severity of healthcare services across different patient and injury characteristics revealed differences in the intensity of healthcare use and variations in the length of stay (LOS). Male patients with a low SCIM upon admission tended to use healthcare services more extensively than female patients. In terms of etiology, therapies were employed more intensively for patients with traumatic SCI (TSCI). In addition, the analysis revealed that variations in the intensity of healthcare services used were more significant than those adjusted for LOS. Ultimately, similar patient groups received comparable quantities of healthcare services at the end of treatment. CONCLUSIONS: This population-based study provides information for a better understanding of the determinants of health service use during the (sub)acute rehabilitation phase of individuals with SCI/D. When analyzing LOS, intensity, and severity of services, it shows that the use of healthcare services significantly differs for the level of SCIM at admission, age groups, sex, and etiology. However, the variation among individual patients also suggests the presence of other influential modifiers that were not considered in this analysis. CLINICAL REHABILITATION IMPACT: The approach outlined enables a systematic follow-up of this data analysis by enriching the computed data with additional details about the patient, the patient's treatment, and outcomes.

2.
Spinal Cord ; 62(7): 387-395, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38750255

ABSTRACT

STUDY DESIGN: Longitudinal study. OBJECTIVE: To explore whether individuals with traumatic spinal cord injury (TSCI) and non-traumatic SCI (NTSCI) experience different trajectories in changes of cardiometabolic disease (CMD) factors during initial rehabilitation stay. SETTING: Multicenter Swiss Spinal Cord Injury Cohort (SwiSCI) study. METHODS: Individuals without history of cardiovascular diseases were included. CMD factors and Framingham risk score (FRS) were compared between TSCI and NTSCI. Linear mixed models' analysis was employed to explore the trajectory in CMD factors changes over rehabilitation period and a multivariate linear regression analysis was used at discharge from inpatient rehabilitation to explore factors associated with CMD risk profile in TSCI and NTSCI. We performed age and sex-stratified analyses. RESULTS: We analyzed 530 individuals with SCI (64% with TSCI and 36% NTSCI). The median age was 53 years (IQR:39-64) with 67.9% (n = 363) of the study cohort being male. The median rehabilitation duration was 4.4 months (IQR 2.4-6.4). At admission to rehabilitation, FRS (9.61 vs. 5.89) and prevalence of hypertension (33.16% vs. 13.62%), diabetes (13.68% vs. 4.06%), and obesity (79.05% vs. 66.67%) were higher in NTSCI as compared to TSCI, No difference was observed in cardiometabolic syndrome between the groups (around 40% in both groups). Overall, we observed longitudinal increases in total cholesterol, HDL-C and HDL/total cholesterol ratio, and a decrease in fasting glucose over the rehabilitation period. No differences in longitudinal changes in cardiovascular risk factors were observed between TSCI and NTSCI. CONCLUSIONS: There was no deterioration in cardiometabolic risk factors over rehabilitation period, at discharge from initial rehabilitation stay. Both TSCI and NTSCI experienced high burden of cardiometabolic syndrome components with NTSCI experiencing more disadvantageous risk profile. The effectiveness of therapeutic and lifestyle/behavioral strategies to decrease burden of cardiometabolic disease and its components in early phase should be explored in future studies.


Subject(s)
Cardiometabolic Risk Factors , Spinal Cord Injuries , Humans , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/rehabilitation , Spinal Cord Injuries/complications , Male , Female , Middle Aged , Switzerland/epidemiology , Adult , Longitudinal Studies , Cohort Studies , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/etiology
3.
Eur J Phys Rehabil Med ; 60(3): 433-444, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38551520

ABSTRACT

INTRODUCTION: The intersection of ageing and spinal cord injury (SCI) is of global concern. Two scenarios have been described: 1) "SCI with ageing," an increase in the average age of SCI onset, and 2) "ageing with SCI," an increase in post-injury life expectancy. These scenarios entail complex health care and rehabilitation needs due to the accumulation of comorbidities, ageing-related and SCI-induced physiological changes, and post-SCI secondary health conditions. We systematically reviewed Clinical Practice Guidelines (CPGs) with the objective of identifying the extent to which SCI CPGs include recommendations for the rehabilitation and management of people who are "ageing with SCI" or who have acquired an "SCI with ageing". We termed these as "ageing-related recommendations". We also aimed to describe them and identify gaps. EVIDENCE ACQUISITION: We searched PubMed (NCBI), CINAHL Complete (EBSCOhost) and Embase (Elsevier) for relevant CPGs between 28 December 2022 and 5 January 2023. Included CPGs were evidence-based and had at least one ageing-related recommendation for SCI rehabilitation and management. We used the two core sets of the International Classification of Functioning, Disability and Health (ICF) to identify gaps. EVIDENCE SYNTHESIS: Only 16 (30%) of the 52 identified CPGs included ageing-related recommendations. Most were recent US or European publications and lacked specific chapters on ageing. These CPGs included 40 ageing-related recommendations, mostly "strong" but based on "low" to "very low" quality of evidence. The overall quality of the development process was low and did not consider the values and preferences of stakeholders and patients. Common topics included cardiovascular, bone, metabolic, bowel, bladder, and skin health. The recommendations could be linked to 30 ICF categories which represented only 18% of the ICF categories included in the comprehensive versions of two ICF Core Sets. Key gaps were found in mobility, interpersonal interactions, and relationships, neuromusculoskeletal and movement-related, mental, sensory and pain functions. CONCLUSIONS: There is a notable lack of high-quality ageing-related recommendations for SCI management and rehabilitation. Future research should prioritize the generation of high-quality evidence to develop age-sensitive CPGs. Future SCI CPGs need to address the complex challenges at the interface of ageing and SCI, considering patient and stakeholder preferences.


Subject(s)
Aging , Practice Guidelines as Topic , Spinal Cord Injuries , Humans , Spinal Cord Injuries/rehabilitation , Aging/physiology , Aged , Evidence-Based Medicine
4.
Spinal Cord Ser Cases ; 10(1): 5, 2024 Feb 13.
Article in English | MEDLINE | ID: mdl-38351025

ABSTRACT

STUDY DESIGN: Retrospective study OBJECTIVES: To describe the presenting symptoms/signs, clinical course and outcomes in hospitalised people with spinal cord injury (SCI) and symptomatic COVID-19 infections. SETTING: One university hospital and two SCI centres in Switzerland. METHODS: Descriptive analysis of symptoms/signs, clinical course and outcomes of people with SCI with symptomatic COVID-19 infections and need for hospitalisation. RESULTS: Twenty-two people with SCI were included, 15 (68%) were male, median age 64.5 years (interquartile range, IQR, 52-73 years). Nine (41%) had tetraplegia, and eight (36%) were classified with motor-complete lesions. Frequent clinical symptoms were fever (59%), coughing (54%), fatigue (50%), and dyspnoea (27%). Most frequent complications were bacterial pulmonary superinfection (18%), and acute respiratory distress syndrome (18%). Fifteen persons (68%) needed oxygen therapy during the course of hospitalisation, and 7 (32%) people were ventilated. Median length of stay (LOS) was 23 days (IQR 15-35), varying by age for people under 60 years with a median LOS of 9 days (IQR 8-27), and for those older than 60 years with a median of 34 days (IQR 17-39), respectively. In total, 3 persons (14%) died during hospitalisation, all older with paraplegia. CONCLUSIONS: Typical symptoms like fever and coughing were not present in all people. People with tetraplegia did not demonstrate worse outcomes, on the contrary, they had shorter LOS, no difference in ventilation needs, and no higher mortality compared to people with paraplegia. Older people showed longer LOS. This study recommends close supervision of the SCI population to detect early signs and symptoms of COVID-19 infection.


Subject(s)
COVID-19 , Spinal Cord Injuries , Humans , Male , Aged , Middle Aged , Female , Retrospective Studies , COVID-19/complications , Spinal Cord Injuries/complications , Spinal Cord Injuries/diagnosis , Spinal Cord Injuries/therapy , Paraplegia/complications , Quadriplegia/complications , Disease Progression
5.
Spinal Cord ; 62(3): 117-124, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38287141

ABSTRACT

OBJECTIVES: To describe the concept, establishment and the operationalization of the biobank of the Swiss Spinal Cord Injury Cohort Study (SwiSCI), the available biosamples, and demographic and clinical characteristics of study participants. SETTING: The SwiSCI biobank is a platform for research within SwiSCI. It collects and processes serum, plasma, PBMCs, RNA, DNA, and urine from three rehabilitation centers. Samples are collected at admission to first rehabilitation and at discharge. Additionly, the biobank provides services to projects nested in SwiSCI or otherclinical trials among Spinal Cord Injury population. METHODS: Descriptive statistics were used for an overview of available biosamples, study participant characteristics, and comparison of the participating centers. RESULTS: Between the SwiSCI biobank establishment on June 27th, 2016, and October 19th, 2023, the SwiSCI Study has obtained informed consent from 524 individuals. Of these, 315 (60.1%) have agreed to donate biospecimens to the biobank. The average age of the contributors was 54 years (range: 38-65), with the majority being male (80%). Most participants suffered from traumatic injuries (66%) and were classified as paraplegic (64%). Approximately 80% presented with motor and sensory-incomplete SCI. The median Spinal Cord Independence Measure (SCIM) score was 31 (Interquartile Range: 19-58). The proportion of individuals providing paired biosamples at two distinct time points ranged from 63% (for RNA) to 65% (for urine and urine sediment). CONCLUSIONS: The SwiSCI biobank is a unique platform designed to serve as a basis for collaborative SCI research, including multi-omics approaches. The longitudinal collection of biospecimens and cryopreservation of multiple aliquots for each participant are fundamental for scrutinizing the temporal associations, ensuring research reproducibility, and achieving an adequate sample size for future investigations.


Subject(s)
Spinal Cord Injuries , Humans , Male , Adult , Middle Aged , Aged , Female , Spinal Cord Injuries/epidemiology , Cohort Studies , Switzerland/epidemiology , Reproducibility of Results , Biological Specimen Banks , RNA
6.
Am J Phys Med Rehabil ; 102(12): 1043-1054, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37204918

ABSTRACT

OBJECTIVES: The aims of the study are to determine the cardiovascular risk burden rehabilitation discharge and to explore the association between recovery during rehabilitation and cardiovascular disease risk profile. METHODS: We included adults without cardiovascular disease admitted for rehabilitation. We evaluated rehabilitation outcomes on admission and discharge. Cardiovascular disease risk profile was assessed by Framingham risk score, high-density lipoprotein, and fasting glucose level. RESULTS: We analyzed data from 706 participants (69.6% men) with a median age of 53.5 yrs. The median time since injury was 14 days, and the admission length was 5.2 months. Majority had paraplegia (53.3%) and motor incomplete injury (53.7%). One third of the cohort had high cardiovascular risk profile before discharge. At discharge, poorer anthropometric measures were associated with higher Framingham risk score and lower high-density lipoprotein levels. Individuals with higher forced vital capacity (>2.72 l) and peak expiratory flow (>3.4 l/min) had 0.16 mmol/l and 0.14 mmol/l higher high-density lipoprotein compared with those with lower respiratory function, respectively. Individuals with higher mobility score (>12.5) and functional independence score (>74) had 0.21 and 0.18 mmol/l higher high-density lipoprotein compared with those with lower scores. CONCLUSIONS: There is high cardiometabolic syndrome burden and cardiovascular disease risk profile upon rehabilitation discharge. Higher respiratory function, mobility, and overall independence were associated with better cardiovascular disease risk profile, although with study design limitations and short follow-up. Future studies should explore whether rehabilitation outcomes could be used to prioritize screening. TO CLAIM CME CREDITS: Complete the self-assessment activity and evaluation online at http://www.physiatry.org/JournalCME. CME OBJECTIVES: Upon reading this journal article, the reader is expected to: (1) Determine the burden of cardiometabolic disease in the early phase of spinal cord injury (SCI); (2) Differentiate the proposed SCI cutoff for high-risk obesity from the able-bodied population; and (3) Increase physicians' acuity for detecting cardiometabolic disease in their practice. LEVEL: Advanced. ACCREDITATION: The Association of Academic Physiatrists is accredited by the Accreditation Council for Continuing Medical Education to provide continuing medical education for physicians.The Association of Academic Physiatrists designates this Journal-based CME activity for a maximum of 1.0 AMA PRA Category 1 Credit(s) ™. Physicians should only claim credit commensurate with the extent of their participation in the activity.


Subject(s)
Cardiovascular Diseases , Spinal Cord Injuries , Male , Adult , Humans , Middle Aged , Female , Cardiovascular Diseases/epidemiology , Switzerland/epidemiology , Risk Factors , Spinal Cord Injuries/complications , Heart Disease Risk Factors , Lipoproteins, HDL
7.
Sci Rep ; 13(1): 7245, 2023 05 04.
Article in English | MEDLINE | ID: mdl-37142669

ABSTRACT

The aim of this exploratory study was the assessment of the metabolic profiles of persons with complete spinal cord injury (SCI) in three region-of-interests (pons, cerebellar vermis, and cerebellar hemisphere), with magnetic resonance spectroscopy, and their correlations to clinical scores. Group differences and association between metabolic and clinical scores were examined. Fifteen people with chronic SCI (cSCI), five people with subacute SCI (sSCI) and fourteen healthy controls were included. Group comparison between cSCI and HC showed lower total N-acetyl-aspartate (tNAA) in the pons (p = 0.04) and higher glutathione (GSH) in the cerebellar vermis (p = 0.02). Choline levels in the cerebellar hemisphere were different between cSCI and HC (p = 0.02) and sSCI and HC (p = 0.02). A correlation was reported for choline containing compounds (tCho) to clinical scores in the pons (rho = - 0.55, p = 0.01). tNAA to total creatine (tNAA/tCr ratio) correlated to clinical scores in the cerebellar vermis (rho = 0.61, p = 0.004) and GSH correlated to the independence score in the cerebellar hemisphere (rho = 0.56, p = 0.01). The correlation of tNAA, tCr, tCho and GSH to clinical scores might be indicators on how well the CNS copes with the post-traumatic remodeling and might be further examined as outcome markers.


Subject(s)
Cerebellum , Spinal Cord Injuries , Humans , Proton Magnetic Resonance Spectroscopy , Cerebellum/metabolism , Spinal Cord Injuries/metabolism , Pons/diagnostic imaging , Pons/metabolism , Creatine/metabolism , Metabolome , Choline/metabolism , Receptors, Antigen, T-Cell/metabolism , Aspartic Acid/metabolism
8.
PLoS One ; 18(4): e0284420, 2023.
Article in English | MEDLINE | ID: mdl-37079622

ABSTRACT

BACKGROUND: As the European population with Spinal Cord Injury (SCI) is expected to become older, a better understanding of ageing with SCI using functioning, the health indicator used to model healthy ageing trajectories, is needed. We aimed to describe patterns of functioning in SCI by chronological age, age at injury and time since injury across eleven European countries using a common functioning metric, and to identify country-specific environmental determinants of functioning. METHODS: Data from 6'635 participants of the International Spinal Cord Injury Community Survey was used. The hierarchical version of Generalized Partial Credit Model, casted in a Bayesian framework, was used to create a common functioning metric and overall scores. For each country, linear regression was used to investigate associations between functioning, chronological age, age at SCI or time since injury for persons with para- and tetraplegia. Multiple linear regression and the proportional marginal variance decomposition technique were used to identify environmental determinants. RESULTS: In countries with representative samples older chronological age was consistently associated with a decline in functioning for paraplegia but not for tetraplegia. Age at injury and functioning level were associated, but patterns differed across countries. An association between time since injury and functioning was not observed in most countries, neither for paraplegia nor for tetraplegia. Problems with the accessibility of homes of friends and relatives, access to public places and long-distance transportation were consistently key determinants of functioning. CONCLUSIONS: Functioning is a key health indicator and the fundament of ageing research. Enhancing methods traditionally used to develop metrics with Bayesian approach, we were able to create a common metric of functioning with cardinal properties and to estimate overall scores comparable across countries. Focusing on functioning, our study complements epidemiological evidence on SCI-specific mortality and morbidity in Europe and identify initial targets for evidence-informed policy-making.


Subject(s)
Spinal Cord Injuries , Humans , Bayes Theorem , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/complications , Paraplegia , Quadriplegia , Europe/epidemiology , Surveys and Questionnaires
9.
Spinal Cord ; 61(5): 290-295, 2023 05.
Article in English | MEDLINE | ID: mdl-36782017

ABSTRACT

STUDY DESIGN: Population-based prospective study. OBJECTIVES: To provide a population-based description of length of stay (LOS) and person-related risk factors following unplanned hospital admission due to a secondary health condition (SHC) in persons with spinal cord injury (SCI). SETTING: Specialized SCI hospital and rehabilitation center in Switzerland. METHODS: Descriptive analysis of LOS using routine clinical data of persons with SCI, who were acutely hospitalized between 01.01.2017-30.06.2018. Multivariable regression analysis was used to derive marginal predictions of LOS by acute SHCs and person characteristics. RESULTS: The study included 183 persons, 83% were male, and the median age was 57 years (interquartile range, IQR, 49-67 years). SCI cause was traumatic in 160 (88.4%) cases, 92 (50.3%) were persons with tetraplegia, 147 (80.3%) were classified as motor complete lesions (American Spinal Injury Association Impairment Scale (AIS) A or B) and median time since injury (TSI) was 24 (IQR 13-34) years. Median LOS was 19 (IQR 9-39) days, varying from 74 (IQR 39-92) days for pressure ulcers, 13 (IQR 8-24) days for urinary tract infections (UTI), to 27 (IQR 18-47) days for fractures. LOS was prolonged in persons with multiple co-morbidities or those developing complications during hospitalization. Sex, SCI etiology and lesion level were not associated with LOS. CONCLUSIONS: This population-based description identified substantial variation in LOS between acute SHCs and clinical complications as the main, potentially modifiable, person-related risk factors for extended hospital stay.


Subject(s)
Spinal Cord Injuries , Humans , Male , Middle Aged , Female , Length of Stay , Prospective Studies , Retrospective Studies , Spinal Cord Injuries/complications , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/therapy , Hospitalization , Hospitals
10.
PM R ; 15(6): 715-730, 2023 06.
Article in English | MEDLINE | ID: mdl-35648677

ABSTRACT

BACKGROUND: Early screening is important in individuals with spinal cord injury (SCI) as they are deemed high risk for cardiometabolic diseases. Few studies explored changes in cardiometabolic risk profile in the early phase of the injury. Thus it remains unclear how early the cardiometabolic status deteriorates after injury. OBJECTIVE: To determine the longitudinal changes in the cardiometabolic risk profile and examine the association between injury characteristics and cardiometabolic status in subacute SCI. SETTING: Multicenter Swiss Spinal Cord Injury Cohort. PARTICIPANTS: Adults with traumatic SCI without a history of cardiovascular disease or type 2 diabetes. MAIN OUTCOME MEASURES: Blood pressure (BP), lipid profile, fasting glucose, waist circumference (WC), weight, body mass index (BMI), and Framingham risk score (FRS) were compared across time and according to the injury characteristics. RESULTS: We analyzed the data of 258 individuals with traumatic SCI (110 tetraplegia and 148 paraplegia, 122 motor complete, and 136 incomplete). The median age was 50 years (interquartile range [IQR] 32-60), with 76.4% (n = 197) of the population being male. The median rehabilitation duration was 5.5 months (IQR 3.2-7.1). At admission to rehabilitation, fully adjusted linear regression models showed higher baseline weight (ß 0.06, 95% confidence interval [CI] 0.005 to 0.11), systolic BP (ß 0.05, 95% CI 0.008 to 0.09), diastolic BP (ß 0.05, 95% CI 0.004 to 0.10), and triglycerides (ß 0.27, 95% CI 0.13 to 0.42) in paraplegia than tetraplegia. Systolic BP, diastolic BP, high-density lipoprotein cholesterol (HDL-C) levels were higher in incomplete than complete injury. In our main analysis, we observed an increase in cholesterol and HDL-C and lipid ratio when comparing the beginning and end of rehabilitation. Individuals with paraplegia had a higher increase in BMI than individuals with tetraplegia, whereas no differences in other cardiometabolic risk factors were detected when comparing motor incomplete and complete injury. Trajectories of each participant showed that the majority of individuals with SCI decreased FRS score at follow-up compared to baseline and no significant changes in the prevalence of cardiometabolic syndrome were observed. At discharge, one third of study participants were classified as moderate to high risk of cardiovascular disease (CVD), 64% were overweight, and 39.4% had cardiometabolic syndrome. CONCLUSION: We observed a modest improvement in lipid profile and FRS during the first inpatient rehabilitation hospitalization. Injury characteristics, such as level and completeness, were not associated with changes in cardiometabolic risk factors in the subacute phase of the injury. Despite this, a significant proportion of study participants remained at risk of cardiometabolic disease at discharge, suggesting that early cardiometabolic preventive strategies may be initiated as early as during the first inpatient rehabilitation hospitalization.


Subject(s)
Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Metabolic Syndrome , Spinal Cord Injuries , Adult , Humans , Male , Middle Aged , Female , Metabolic Syndrome/epidemiology , Diabetes Mellitus, Type 2/complications , Cardiovascular Diseases/etiology , Cardiovascular Diseases/complications , Switzerland/epidemiology , Spinal Cord Injuries/rehabilitation , Paraplegia/rehabilitation , Quadriplegia/rehabilitation , Lipids
11.
Sci Rep ; 12(1): 20874, 2022 12 03.
Article in English | MEDLINE | ID: mdl-36463248

ABSTRACT

After spinal cord injury (SCI), reorganization processes and changes in brain connectivity occur. Besides the sensorimotor cortex, the subcortical areas are strongly involved in motion and executive control. This exploratory study focusses on the cerebellum and vermis. Resting-state functional magnetic resonance imaging (fMRI) was performed. Between-group differences were computed using analysis of covariance and post-hoc tests for the seed-based connectivity measure with vermis and cerebellum as regions of interest. Twenty participants with complete SCI (five subacute SCI, 15 with chronic SCI) and 14 healthy controls (HC) were included. Functional connectivity (FC) was lower in all subjects with SCI compared with HC in vermis IX, right superior frontal gyrus (pFDR = 0.008) and right lateral occipital cortex (pFDR = 0.036). In addition, functional connectivity was lower in participants with chronic SCI compared with subacute SCI in bilateral cerebellar crus I, left precentral- and middle frontal gyrus (pFDR = 0.001). Furthermore, higher amplitude of low-frequency fluctuations (ALFF) was found in the left thalamus in individuals with subacute SCI (pFDR = 0.002). Reduced FC in SCI indicates adaptation with associated deficit in sensory and motor function. The increased ALFF in subacute SCI might reflect reorganization processes in the subacute phase.


Subject(s)
Graft vs Host Disease , Sensorimotor Cortex , Spinal Cord Injuries , Humans , Spinal Cord Injuries/diagnostic imaging , Cerebellum/diagnostic imaging , Occipital Lobe
12.
J Clin Med ; 11(21)2022 Nov 04.
Article in English | MEDLINE | ID: mdl-36362788

ABSTRACT

We aimed to explore longitudinal changes in androgen levels in individuals with spinal cord injury (SCI) within initial inpatient rehabilitation stay and identify clinical/injury characteristics associated with hormone levels. Linear regression analysis was applied to explore the association between personal/injury characteristics and androgen hormones (total testosterone, free testosterone, sex hormone-binding globulin (SHBG), dehydroepiandrosterone (DHEA), and dehydroepiandrosterone sulfate (DHEA-S)) at admission to rehabilitation. Longitudinal changes in androgen levels were studied using linear mixed models. Analyses were stratified by sex and by injury type. We included 70 men and 16 women with SCI. We observed a non-linear association between age, time since injury, and androgens at baseline. At admission to initial rehabilitation, mature serum SHBG (full-length, protein form which lacks the N-terminal signaling peptide) was higher, while DHEA and DHEA-S were lower among opioid users vs. non-users. Serum levels of total testosterone and DHEA-S increased over rehabilitation period [ß 3.96 (95%CI 1.37, 6.56), p = 0.003] and [ß 1.77 (95%CI 0.73, 2.81), p = 0.01], respectively. We observed no significant changes in other androgens. Restricting our analysis to men with traumatic injury did not materially change our findings. During first inpatient rehabilitation over a median follow up of 5.6 months, we observed an increase in total testosterone and DHEA-S in men with SCI. Future studies need to explore whether these hormonal changes influence neurological and functional recovery as well as metabolic parameters during initial rehabilitation stay.

13.
J Rehabil Med ; 54: jrm00332, 2022 Sep 29.
Article in English | MEDLINE | ID: mdl-36098095

ABSTRACT

OBJECTIVES: To characterize the services of a rehabilitation centre specialized in spinal cord injury/disorder (SCI/D) using the International Classification of Service Organization in Rehabilitation (ICSO-R) 2.0, and to evaluate its potential use in meeting health reporting and certification requirements. METHODS: The post-acute and outpatient rehabilitation services at this specialized SCI/D centre were described, the SCI/D Framework of rehabilitation service type definitions considered, various rehabilitation centre stakeholders were consulted, and data were collected using the centre's digital quality management system and institutional management tool. A structured internet search identified the national health reporting and certification systems relevant for SCI/D rehabilitation. The resulting systems were subsequently mapped with ICSO-R 2.0 categories. RESULTS: ICSO-R 2.0 categories pertaining to the provider dimension were generally the same across the post-acute and outpatient services. ICSO-R 2.0 highlighted the nuances in service delivery between these 2 service types. Most of the categories could be mapped to at least 1 of the 10 health reporting and certification systems detected in the website search. CONCLUSION: ICSO-R 2.0 can be used to comprehensively describe the rehabilitation services of a specialized SCI/D centre in Switzerland. Despite some challenges, ISCO-R 2.0 has the potential to facilitate national health reporting and certification.


Subject(s)
Physical and Rehabilitation Medicine , Spinal Cord Injuries , Humans , Rehabilitation Centers , Spinal Cord Injuries/rehabilitation , Switzerland
14.
Children (Basel) ; 9(3)2022 Feb 27.
Article in English | MEDLINE | ID: mdl-35327690

ABSTRACT

The aim of this study was to describe the needs and research priorities of Swiss children/adolescents and young adults (from here, "young people") with spinal cord injury/disorder (SCI/D) or spina bifida (SB) and their parents in the health and life domains as part of the international Pan-European Pediatric Spinal Cord Injury (PEPSCI) collaboration. Surveys included queries about the satisfaction, importance, research priorities, quality of life (QoL), and characteristics of the young people. Fifty-three surveys with corresponding parent-proxy reports were collected between April and November 2019. The self-report QoL sum scores from young people with SCI/D and SB were 77% and 73%, respectively. Parent-proxy report QoL sum scores were lower, with 70% scores for parents of young people with SCI/D and 64% scores for parents of young people with SB. "Having fun", "relation to family members", and "physical functioning" were found to be highly important for all young people. "Physical functioning", "prevention of pressure injuries", "general health", and "bowel management" received the highest scores for research priority in at least one of the subgroups. As parents tend to underestimate the QoL of their children and young people prioritized research topics differently, both young peoples' and caregivers' perspectives should be included in the selection of research topics.

15.
J Spinal Cord Med ; 45(6): 916-929, 2022 11.
Article in English | MEDLINE | ID: mdl-33617411

ABSTRACT

OBJECTIVE: To describe the number, specifics and co-occurrence of shoulder pathologies detected by MRI in manual wheelchair users with spinal cord injury and to evaluate the association between shoulder pathologies and presence of shoulder pain. DESIGN: Cross-sectional observation study. SETTING: Community. PARTICIPANTS: Fifty-one wheelchair-dependent persons with spinal cord injury (44 males, 7 females, median age 50 years (IQR 14), median time since injury 24 years (IQR 16)) were allocated to pain or no-pain group based on the Wheelchair User Shoulder Pain Index. INTERVENTIONS: Not applicable. OUTCOME MEASURES: All persons underwent shoulder MRI. Pathologies were scored blinded by two experienced radiologists. Participant characteristics, number and severity of shoulder pathologies were analyzed descriptively. Logistic regression was performed to evaluate the association between MRI findings and shoulder pain. RESULTS: The median number of co-occurring MRI findings per person ranged from 0 to 19 (out of 31 possible findings). The cluster of MRI findings occurring most often together were tendon tears of supraspinatus (present in 84%), subscapularis (69%) and biceps (67%) and osteoarthritis of acromioclavicular joint (80%). When correcting for age and time since injury, the logistic regression showed no statistically significant correlation between the individual pathologies and shoulder pain. CONCLUSION: MRI findings of shoulder pathology are very frequent in persons with and without shoulder pain. Therefore, when diagnosing the cause of shoulder pain and planning interventions, health care professionals should keep this finding in mind and MRI should not be interpreted without careful consideration of clinical history and functional testing.


Subject(s)
Spinal Cord Injuries , Wheelchairs , Male , Female , Humans , Middle Aged , Shoulder Pain/diagnostic imaging , Shoulder Pain/etiology , Shoulder , Wheelchairs/adverse effects , Spinal Cord Injuries/complications , Spinal Cord Injuries/diagnostic imaging , Cross-Sectional Studies , Magnetic Resonance Imaging
16.
Arch Phys Med Rehabil ; 103(2): 305-312, 2022 02.
Article in English | MEDLINE | ID: mdl-34560050

ABSTRACT

OBJECTIVE: To develop a more thorough understanding of the risk factors for loneliness in persons with a physical impairment, using a population-based sample of persons with spinal cord injury (SCI), based on regression modeling and a recursive partitioning approach. DESIGN: Cross-sectional, observational cohort. SETTING: Community, Switzerland. PARTICIPANTS: Community-dwelling persons with spinal cord injury (N=1283) 16 years or older. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Loneliness was assessed using a modified version of the UCLA Three-Item Loneliness Scale. RESULTS: Those with the most disadvantaged socioeconomic characteristics in terms of education, income, subjective social position, employment status, and financial hardship demonstrated the highest risk for loneliness. Of the sociodemographic characteristics, only age had an association with loneliness, whereby persons aged 31-45 had the highest propensity for experiencing loneliness. We also saw that those with higher lesion levels and less functional independence were associated with higher levels of loneliness. In conditional inference tree analysis subjective social position, financial hardship, and functional independence had the highest discriminative power, with nationality and living arrangement having a less important role. CONCLUSIONS: Our findings highlight the vulnerability of persons with SCI with unfavorable socioeconomic status to loneliness. Furthermore, our findings show that persons who are more constrained because of functional limitations may face restrictions to social participation and therefore be at a higher risk of loneliness. This population-based evidence contributes to the better targeting of services aimed at alleviating loneliness for persons with a lower socioeconomic position and those with more functional limitations in everyday life.


Subject(s)
Loneliness , Spinal Cord Injuries , Cohort Studies , Cross-Sectional Studies , Humans , Social Participation
17.
Int J Equity Health ; 20(1): 261, 2021 12 20.
Article in English | MEDLINE | ID: mdl-34930298

ABSTRACT

BACKGROUND: The experience of loneliness can have drastic consequences for health and quality of life. Given that loneliness is highly prevalent in persons with physical disabilities and that loneliness more profoundly affects persons of low socioeconomic status, more evidence is required in order to understand the mechanisms determining loneliness in this population. The objective of this study is therefore to investigate the potential pathways through which socioeconomic status influences loneliness in persons with spinal cord injury. METHODS: Mediation analysis utilising structural equation models and bias corrected and accelerated confidence intervals were used in order to test the mediation effects of health status, functioning, participation, social support and self-efficacy on the association between socioeconomic status and loneliness in persons with spinal cord injury. A latent construct was created for socioeconomic status with the indicators education, household income, financial hardship, subjective social status and engagement in paid work. RESULTS: This study found evidence to support the mediating role of psychosocial resources and of secondary health conditions in the association between socioeconomic status and loneliness. The study demonstrated robust associations between socioeconomic status and all potential mediators, whereby higher socioeconomic status was associated with better health, participation and psychosocial resources, however, not all potential mediators were associated with loneliness. The serial mediation model explained the interplay between socioeconomic status, mediators on different levels, and loneliness. For example, emotional support and self-efficacy were both positively associated with fewer restrictions to participation (0.08 (CI: 0.05, 0.12); 0.29 (CI: 0.24, 0.36) respectively), and fewer restrictions to participation were found to be a result of improved functional independence and fewer secondary health conditions (0.23 (CI: 0.15, 0.39); - 0.29 (CI: - 0.36, - 0.20) respectively). CONCLUSIONS: Our findings highlight the vulnerability of persons with low socioeconomic status to loneliness in persons with spinal cord injury and identified potential mediating factors, such as health, functioning, participation and psychosocial resources, in the association between socioeconomic status and loneliness. This population-based evidence suggests potential targets of interventions on the pathway to loneliness, through which socioeconomic status influences loneliness. The complexity of the model shows the need for comprehensive interprofessional rehabilitation to identify and support people with lower socioeconomic status and concomitant risk factors for loneliness.


Subject(s)
Disabled Persons , Mediation Analysis , Cross-Sectional Studies , Humans , Loneliness/psychology , Quality of Life , Switzerland
18.
J Spinal Cord Med ; : 1-10, 2021 Nov 02.
Article in English | MEDLINE | ID: mdl-34726572

ABSTRACT

OBJECTIVES: To evaluate change in mobility independence (MI) in community dwelling persons with spinal cord injury (SCI). PARTICIPANTS: Community Survey. DESIGN: Cohort study. Rasch analysis was applied to the mobility subscale of the Spinal Cord Independence Measure - Self-Report data from years 2012 to 2017, resulting in a Rasch Mobility Independence Score (RMIS). We employed multilevel modeling to examine RMIS and its change over 5 years, adjusting for demographics and SCI severity; random forest regression was applied to determine the impact of modifiable factors (e.g. environmental factors, home-support) on its change. RESULTS: The analysis included 728 participants. The majority (≈85%) of participants demonstrated little or no change in RMIS from 2012 to 2017; however, a smaller proportion (15%) showed considerably large change of more than 10 on the 100-point scale. A mixed-effects model with random slopes and intercepts described the dataset very well (conditional R2 of 0.95) in terms of demographics and SCI severity. Age was the main predictor of change in RMIS. Considering SCI severity, change in RMIS was related to age for the subgroup with paraplegia, and to time since injury for the subgroup with tetraplegia. No impact of modifiable factors was found. CONCLUSION: RMIS in persons with SCI changes over a period of 5 years, especially in elder patients with paraplegia and persons with incomplete tetraplegia with more than 15 years of time since injury. During routine follow-up change in mobility independence should be assessed in order to timely intervene and prevent mobility loss and participation limitations.

19.
BMC Fam Pract ; 22(1): 195, 2021 10 02.
Article in English | MEDLINE | ID: mdl-34598672

ABSTRACT

BACKGROUND: Although general practitioners (GPs) are generally considered as the first point of contact for care, this may be different for persons with complex conditions, such as those with spinal cord injury (SCI). The objective of this study is to understand the differences in long-term care provision by GPs and SCI-specialists, by examining (1) the first contact of care for SCI health problems, (2) the morbidity profile and use of health-care services in relation to first contact, and (3) the factors associated with the choice of first contact. METHODS: In this cross-sectional study based on data derived from the Swiss Spinal Cord Injury Cohort Study Community Survey 2017, the main outcome measure was the reported first contact for SCI-specific care. This information was analysed using the chi-square test and logistic regression analysis of groups based on patient characteristics, use of health-care services and secondary health conditions assessed using the Spinal Cord Injury Secondary Conditions Scale (SCI-SCS). RESULTS: Out of 1294 respondents, 1095 reported their first contact for SCI-specific care; 56% indicated SCI-specialists and 44% specified GPs. On average, participants who first contacted a GP reported higher number of GP consultations (5.1 ± 5.2 vs. 3.9 ± 7.2), planned visits to ambulatory clinics (3.7 ± 7.3 vs. 3.6 ± 6.7) and hospital admissions (GP, 1.9 ± 1.7 vs. 1.5 ± 1.3), but lower number of visits to SCI-specialists (1.7 ± 1.8 vs. 2.6 ± 1.7) and of hospital days (22.8 ± 43.2 vs. 31.0 ± 42.8). The likelihood to contact a GP first was significantly higher in persons ≥75 years old (OR = 4.44, 95% CI = 1.85-10.69), Italian speakers (OR = 5.06, 95% CI = 2.44-10.47), had incomplete lesions (OR = 2.39, 95% CI = 1.71-3.35), experiencing pain (OR = 1.47, 95% CI = 1.04-2.09) or diabetes mellitus (OR = 1.85, 95% CI = 1.05-3.27), but lower for those situated closer to SCI centres (OR = 0.69, 95% CI = 0.51-0.93) or had higher SCI-SCS scores (OR = 0.92, 95% CI = 0.86-0.99). CONCLUSION: Age, language region, travel distance to SCI centres, lesion completeness, and occurrence of secondary conditions play a significant role in determining the choice of first contact of care, however there is still some unwarranted variation that remains unclear and requires further research.


Subject(s)
General Practitioners , Spinal Cord Injuries , Aged , Cohort Studies , Cross-Sectional Studies , Humans , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/therapy , Surveys and Questionnaires
20.
J Clin Med ; 10(17)2021 Aug 30.
Article in English | MEDLINE | ID: mdl-34501356

ABSTRACT

The level of injury is linked with biochemical alterations and limitations in physical activity among individuals with spinal cord injury (SCI), which are crucial determinants of body composition. We searched five electronic databases from inception until 22 July 2021. The pooled effect estimates were computed using random-effects models, and heterogeneity was calculated using I2 statistics and the chi-squared test. Study quality was assessed using the Newcastle-Ottawa Scale. We pooled 40 studies comprising 4872 individuals with SCI (3991 males, 825 females, and 56 sex-unknown) in addition to chronic SCI (median injury duration 12.3 y, IQR 8.03-14.8). Individuals with tetraplegia had a higher fat percentage (weighted mean difference (WMD) 1.9%, 95% CI 0.6, 3.1) and lower lean mass (WMD -3.0 kg, 95% CI -5.9, -0.2) compared to those with paraplegia. Those with tetraplegia also had higher indicators of central adiposity (WMD, visceral adipose tissue area 0.24 dm2 95% CI 0.05, 0.43 and volume 1.05 L 95% CI 0.14, 1.95), whereas body mass index was lower in individuals with tetraplegia than paraplegia (WMD -0.9 kg/mg2, 95% CI -1.4, -0.5). Sex, age, and injury characteristics were observed to be sources of heterogeneity. Thus, individuals with tetraplegia have higher fat composition compared to paraplegia. Anthropometric measures, such as body mass index, may be inaccurate in describing adiposity in SCI individuals.

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